I had great results with GTMetrix. Since it combines Page Speed and YSlow, it gave me two metrics to shoot for and plenty of advice to improve page performance. In under 2 hours, I raised my grades from F to A-/B level.
There’s a graph of my site’s transformation and timeline on a related blog comment.